UID:
almahu_9949297007902882
Format:
1 online resource (XIV, 277 p.)
ISBN:
9783110693225
,
9783110754001
Series Statement:
Advanced Mechanical Engineering ,
Content:
This book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft computing systems, including links to hardware, software and enterprise systems, in resolving modern manufacturing issues in complex, highly dynamic and globalized industrial circumstances. It embraces heterogeneous complementary aspects, such as control, monitoring and modeling of different manufacturing tasks, including intelligent robotic systems and processes, addressed by various machine learning and fuzzy techniques; modeling and parametric optimization of advanced conventional and non-conventional, eco-friendly manufacturing processes by using machine learning and evolutionary computing techniques; cybersecurity framework for Internet of Things-based systems addressing trustworthiness and resilience in machine-to-machine and human-machine collaboration; static and dynamic digital twins integration and synchronization in a smart factory environment; STEP-NC technology for a smart machine vision system, and integration of Open CNC with Service-Oriented Architecture for STEP-NC monitoring system in a smart manufacturing. Areas of interest include but are not limited to applications of soft computing to address the following: dynamic process/system modeling and simulation, dynamic process/system parametric optimization, dynamic planning and scheduling, smart, predictive maintenance, intelligent and autonomous systems, improved machine cognition, effective digital twins integration, human-machine collaboration, robots, and cobots.
Note:
Frontmatter --
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Preface --
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About the editors --
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Contents --
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List of contributing authors --
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1 Control, monitoring, modeling, and optimization of manufacturing and machining technologies --
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2 Trustworthy human-machine assistance by dynamic process security monitoring in industrial environments --
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3 Application of convolutional neural networks for visual control of intelligent robotic systems --
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4 Digital twins in smart manufacturing --
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5 A novel implementation of an open CNC PC-based and service-oriented architecture-based monitoring system for STEP-NC - a case study --
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6 Smart system based on STEP-NC for machine vision inspection (3SMVI) --
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7 Soft computing in advanced cutting processes --
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8 Modeling and optimization of AWJM process on the processing of Banana fiber-reinforced polymer composites using Taguchi-JAYA method --
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Index
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Mode of access: Internet via World Wide Web.
,
In English.
In:
EBOOK PACKAGE COMPLETE 2021 English, De Gruyter, 9783110754001
In:
EBOOK PACKAGE Engineering, Computer Sciences 2021 English, De Gruyter, 9783110754070
In:
EBOOK PACKAGE Engineering, Computer Sciences 2021, De Gruyter, 9783110753837
Additional Edition:
ISBN 9783110693256
Additional Edition:
ISBN 9783110693171
Language:
English
DOI:
10.1515/9783110693225
URL:
https://doi.org/10.1515/9783110693225
URL:
https://www.degruyter.com/isbn/9783110693225
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